Games
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Recommendation | Games | Precision@202.13 | 30 | |
| Top-K Recommendation | Games | MRR@205.32 | 30 | |
| Next-Item Recommendation | Games Amazon (test) | HR@100.782 | 27 | |
| Recommendation | Games | HR@163.26 | 19 | |
| Sequential Recommendation | Games | NDCG@100.0757 | 17 | |
| Sequential Recommendation | Games (test) | NDCG@55.6 | 15 | |
| Generative Recommendation | Games | Recall @ 50.0612 | 15 | |
| Sequential Recommendation | Games 5-core filtered (test) | Recall@57.51 | 13 | |
| Recommendation | Games | Recall@102.13 | 12 | |
| Sequential Recommendation | Games | HR@137.9 | 12 | |
| Sequential Recommendation | Games Noisy (20% noise) (test) | HR@103.14 | 12 | |
| Sequential Recommendation | Games Clean (test) | HR@105.34 | 12 | |
| Session Recommendation | Games | HR@50.6 | 11 | |
| Sequential Recommendation | Games | HR@100.1041 | 11 | |
| Next-item prediction | Games 100 negative samples | HR@1081.9 | 10 | |
| Personalized Image Generation | Games | Consistency0.3441 | 9 | |
| Next-item prediction | Games (test) | HR@1014.1 | 9 | |
| Sequential Recommendation | Games | Average Batch Runtime (s)0.008 | 9 | |
| Generative Recommendation | Games | Recall@50.0338 | 8 | |
| Recommendation | Games | Recall@1015.16 | 7 | |
| Recommendation | Games strong generalization | Recall@2029.98 | 7 | |
| Personalized Video Generation | Games | Consistency0.6473 | 6 | |
| Diagnostic | Held-out games (test) | Quality Score6.07 | 6 | |
| Recommendation | Games | nDCG@1023.164 | 6 | |
| Collaborative identifier prediction | Games | Recall@104.71 | 5 |
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